Habitat Suitability Report
Inputs
- Species: Harbor seal (Phoca vitulina)
- Thinning: Thinned observations
- Ratio: 1:2 observation:pseudo-absence ratio
- Spatial extent: Full extent
- Covariates used:
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9045732 | 0.7518293 | 0.4058843 |
| bt | 0.8914634 | 0.7042683 | 0.3997962 |
| maxnet | 0.8942073 | 0.7149390 | NA |
| gam | 0.8954268 | 0.7024390 | 0.4035631 |
| glm | 0.8984756 | 0.7149390 | 0.3563910 |
Variable Importance
Partial Dependence
